v0.47.0 - Apr 10, 2025

Hi, and welcome! Let's talk about what's new with TrueFoundry in this release.

Finetuning Just Got Smarter – Say Hello to Dora!

We’re excited to share that finetuning now supports Dora by default! Dora is a big step up from LoRA — offering improved performance that gets you much closer to full finetuning, without the extra complexity.

It’s faster, smarter, and more efficient — what’s not to love?

👉 Learn more about Dora and how to get started here.

LLM Deployment Just Got a Boost with TRT-LLM + NVIDIA Triton!

Great news — you can now deploy LLM models using the TRT-LLM backend with the NVIDIA Triton Inference Server!

We’ve got you covered with prebuilt engines for Llama models, so you can get started right away. Have another model in mind? No problem — you can also request custom engines for any model of your choice!

Faster inference, smoother deployment — let’s go! 💥

Improved Retry Information in Workflows

We’ve given the info panel a fresh new look—for both map and non-map tasks! Now, whenever a task gets retried, you can simply expand the row to dive into all the details. See the retry history, track the duration(for non-map tasks), and easily visualize logs, events, and metrics for each retry attempt.

It’s all right there, just a click away—cleaner, clearer, and way more insightful!